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This repository provides structured code examples and project templates designed for classroom instruction in machine learning and neural networks. It offers reference implementations of deep learning models for both computer vision and natural language processing tasks, built using PyTorch as the core framework. The codebase is organized as a modular project template with separate directories for data handling, model definitions, and training scripts, promoting reusability and clarity. It includes predefined pipelines for image classification and text processing, along with a command-line in
A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
PyTorch implementation of Deformable Convolution
π iOS11 demo application for age and gender classification of facial images.
The main features of cocoa-ai/facesvisiondemo are: Computer Vision Models.
Projects with overlapping indexed features include: cs230-stanford/cs230-code-examples β This repository provides structured code examples and project templates designed for classroom instruction in machineβ¦ aaltovision/dgc-net β A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network". aaron-xichen/pytorch-playground β Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet,β¦ adamian98/pulse β Pulse is a generative model image upscaler and latent space image processor. It functions as a self-supervised photoβ¦ alaphao/coremlexample β An example of CoreML using a pre-trained VGG16 model. 1zb/deformable-convolution-pytorch β PyTorch implementation of Deformable Convolution.